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Wind-Animated Digital-Tree Shadow as a Means of Improving Windowless SpacesStattler, Jeffrey 11 July 2013 (has links)
Windows provide building occupants with important physiological and psychological benefits but are absent from many indoor spaces. It is argued that most existing attempts at compensating for an absence of windows fall short because they lack either outdoor environmental information or sensory stimulation. A wind-animated digital-tree shadow was used to test this hypothesis.
The work concludes that the following strategies are likely to help most to compensate for an absence of windows: (1) establishing a live connection with the outdoors; (2) introducing controllable sensory variation into a space; (3) making such change a source of natural environmental information.
It is suggested that these approaches could be helpful used either separately or in combinations but that a live connection with the outdoors that introduces controllable naturally-generated change into a space would likely be most effective.
The video files that accompany this thesis show the digital shadow with wind and computer generated movement.
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CHALLENGES AND OPPORTUNITIES WHEN DEVELOPING A DIGITAL MODEL OF A PROCESSLindblad, Amanda January 2022 (has links)
BACKGROUND - The development of Industry 4.0 increases the opportunities to both automate and digitize processes in the manufacturing industry. The steel industry has been around for many years, which means firmly anchored operations and both manual- and automated processes. To make better decisions, identify bottlenecks, and test new functions without having to stop the production, a digital model of the process can be helpful. Furthermore, with the rapid development of technology, digital models can be further developed into digital twins. A digital twin should be able to handle the communication between the physical- and digital world automatically and analyze data to make decisions in the process. RESEARCH QUESTIONS What are the challenges of developing a digital model representing a production line within a global steel manufacturing company? What opportunities could a digital model of a production line entail, and how could Industry 4.0 technologies create opportunities to further develop the digital model into a digital twin? METHODS - In this project, both a literature- and case study have been carried out. During the literature study, techniques that can be used to develop the digital model further have been investigated. During the case study, a digital model of a Quench Line was developed to gather practical experience of what it can mean to create a digital model of a manufacturing process within a steel manufacturing company. The model has been developed in MATLAB/Simulink. RESULTS - The most significant challenges when developing digital flow simulation models identified in this project were data management/access, handling variations, verifying the model, andlack of knowledge linked to digital models in general. The opportunities identified and confirmed in this project were that the model could be used to carry out new logistics planning, bottleneck analyses, and test new machine implementations. To further develop the digital model into a digital twin, Industry 4.0 technologies will be crucial. The technologies that will be useful are the Internet of Things, Artificial Intelligence, Machine Learning, Cloud Computing, and Big Data.
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Extending the Digital Shadow for Industrial Robotic Arms in a Mixed Reality EnvironmentMolina Morillas, Santiago, Soler García, Enrique January 2022 (has links)
In recent years, the traditional manufacturing industry is challenged worldwide with the astounding growth and advancement so-called Industry 4.0. One of the multiple objectives pursued by the industry with this technological revolution is to achieve a new enhanced standard of safety. In addition, a solution against inaccurate offline robot programming needs to be tackled. The combination of a Digital Shadow (DS) of the robot with visualisation in Mixed Reality (MR) can help to increase safety and eventually, even make the design process faster. In this survey paper, a visualisation system in MR that allows the user to overlay digital tools into a UR10e Physical Robot (PR), thus permitting the PR to interact with digital work objects is proposed. To achieve the synchronisation between the digital and real assets, a DS of the robot has been developed. The integration of the Digital Models (DMs) of tools and work objects allows the user to work with the robot without load, opening the possibility of recreating and testing in real-time experimental industrial processes.
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Identifying Machine States and Sensor Properties for a Digital Machine Template : Automatically recognize states in a machine using multivariate time series cluster analysisViking, Jakob January 2021 (has links)
Digital twins have become a large part of new cyber-physical systems as they allow for the simulation of a physical object in the digital world. In addition to the new approaches of digital twins, machines have become more intelligent, allowing them to produce more data than ever before. Within the area of digital twins, there is a need for a less complex approach than a fully optimised digital twin. This approach is more like a digital shadow of the physical object. Therefore, the focus of this thesis is to study machine states and statistical distributions for all sensors in a machine. Where as majority of studies in the literature focuses on generating data from a digital twin, this study focuses on what characteristics a digital twin have. The solution is by defining a term named digital machine template that contains the states and statistical properties of each sensor in a given machine. The primary approach is to create a proof of work application that uses traditional data mining technologies and clustering to analyze how many states there are in a machine and how the sensor data is structured. It all results in a digital machine template with all of the information mentioned above. The results contain all the states a machine might have and the possible statistical distributions of each senor in each state. The digital machine template opens the possibility of using it as a basis for creating a digital twins. It allows the time of development to be shorter than that of a regular digital twin. More research still needs to be done as the less complex approach may lead to missing information or information not being interpreted correctly. It still shows promises as a less complex way of looking at digital twins since it may become necessary due to digital twins becoming even more complex by the day.
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Digital mapping of critical infrastructure : Design of a component data collection method for small-scale power gridsRapp, Axel January 2023 (has links)
Critical infrastructures (CIs) distributing water, oil, gas, electricity, etc., to community residents and businesses, leverage cyber-physical systems (CPSs) to supervise and control the physical processes that these services entail. Over recent decades, these systems have moved to implement more modern IT-resembling solutions using Supervisory Control and Data Acquisition Systems (SCADA) for increased reliability, scalability, and remote connectivity. This change exposes these highly critical systems to new threats and vulnerabilities. One approach to mitigate the risks faced by these systems is to perform analysis on digital representations in the form of digital models or digital shadows of the CPSs. However, this is not a trivial task in practice. These practical issues are explored in this design science research through the development of a guidance process to perform the data collection necessary to create a static digital model of a small-scale power grid CPS in Sweden. The results show that it is possible to gather information on the CPS components through the four approaches: SCADA system exports, documentation information, CLI scripting, and network scanning. While the artefact presented in this report demonstrates these results, challenges still remain such as a lack of SCADA export tools, reaching the SCADA network with scanning tools in a responsible manner, and accessing insights into the complete documentation held by the organisations. The researcher suggests these topics for future research directions.
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Digital Twins in Customer-Centric Innovation : Leveraging Digital Twins to Enhance ProductDevelopment and Service Customization Based on User InsightsBååth, Simon January 2024 (has links)
Background. In today’s fast-paced business world, there is a notable shift from product-centric to solution-centric approaches driven by discussions around sustainability. This shift underscores the increasing demand for Product-Service systems as companies strive to adapt to evolving customer needs. Digital Twin-based approaches have emerged as a potential tool in this landscape, providing new methods for gathering customer insights. The construction industry is a crucial sector vital to economic growth, accounting for approximately 10 percent of the gross domestic product of many countries. However, it faces several challenges, including low productivity, unpredictability, and slow innovation. Objectives. The aim of this thesis is to propose a system that improves through-life support in heavy construction equipment. Additionally, the potential benefit of utilizing a Digital Twin for the development of Product-Service Systems will be suggested based on the developed system. Methods. In this thesis, the design approach was chosen to be Design Thinking to provide a structured framework that fits the uncertain and iterative process that the project demands. Furthermore, the tools and methods from Design Thinking were utilized to ensure the final solution was developed with creative support and constant concept feedback to address the user’s needs. Results. This thesis results in three potential areas of improvement in the through-life support of construction equipment, concepts that could address these, and the problem that is stopping their realization. Furthermore, a proposed solution to this problem has been developed that could enable the implementation of Digital Twins in construction equipment. Conclusions. This thesis finds that data collection issues prevent the implementation of Digital Twins in construction equipment. It also presents several potential strengths and weaknesses of Digital Twins in Product-Service System development.Additionally, it presents some future directions in Digital Twins and Product-Service Systems that need further work. / Bakgrund. I dagens snabba och skiftande affärsvärld sker en märkbar flytt från produktcentrerade till lösning-centrerade tillvägagångssätt, drivna av diskussioner kring hållbarhet. Denna förändring framhäver den ökande efterfrågan på Produkt-Tjänstesystem för företag som strävar efter att anpassa sig till det ändrande kundbehovet. Digital Tvilling-baserade tillvägagångssätt har framträtt som ett potentiellt verktyg i detta sammanhang, och erbjuder nya metoder för att samla kunskap om kunderna. Byggindustrin är en avgörande sektor för ekonomisk tillväxt och står för cirka 10 procent av många länders bruttonationalprodukt. Dock står den inför flera utmaningar som låg produktivitet, oförutsägbarhet och långsam innovation. Syfte. Syftet med detta examensarbete är att föreslå ett system som förbättrar service genom hela livscykeln för anläggningsmaskiner. Dessutom kommer de potentiella fördelarna med att använda en Digital Tvilling för utvecklingen av Produkt- Tjänstesystem att föreslås baserat på det utvecklade systemet. Metod. I detta arbete valdes designmetoden Design Thinkin för att tillhandahålla en strukturerad ram som passar den osäkra och iterativa processen som projektet kräver. Dessutom användes verktyg och metoder från Design Thinking för att säkerställa att den slutliga lösningen utvecklades med kreativt stöd och konstant konceptfeedback för att vara riktat mot användarens behov. Resultat. Examensarbetet resulterar i tre potentiella förbättringsområden inom service genom hela livscykeln för anläggningsmaskiner, koncept som kan adressera dessa och det problem som hindrar deras förverkligande. Dessutom har en föreslagen lösning på detta problem utvecklats som kan möjliggöra implementeringen av Digitala Tvillingar i anläggningsmaskiner. Slutsatser. Arbetet konstaterar att problem med datainsamling förhindrar implementeringen av Digitala Tvillingar i anläggningsmaskiner. Det presenterar också flera potentiella styrkor och svagheter hos Digitala Tvillingar i utvecklingen av Produkt-Tjänstesystem. Dessutom presenteras några områden inom Digitala Tvillingar och Produkt-Tjänstesystem som behöver ytterligare arbete.
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